LabCompass

Yuning Huang

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2019Rising activity
Advanced Data Compression TechniquesAdvanced Image Processing TechniquesImage and Signal Denoising MethodsAdvanced Image and Video Retrieval TechniquesFace recognition and analysis

Publications

34

Citations

137

Est. group size

~4

Recurring co-author estimate

Active years

8

Publishing since 2019

Research summary
AI-generated

Yuning Huang's work focuses on visual data compression and image/video processing, including techniques like 3D Gaussian Splatting entropy coding, point cloud geometry compression, and learning-based compression methods. Additional publications touch on image retrieval, video understanding, image enhancement, and applications of deep learning to areas such as agriculture (crop and wheat detection), emotion analysis, and environmental data. This research combines signal processing, machine learning, and data compression techniques aimed at making visual and multimedia data more efficient to store, transmit, and analyze.

Data and image compressionVisual communication and semantic understandingImage and video retrieval/enhancementApplied deep learning (agriculture, emotion analysis, environmental data)Point cloud and 3D data processing

Publication output was minimal or absent before 2023 but has grown sharply since then, averaging about 6.6 papers per year over the last five years, indicating a recent and active increase in research activity.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 6.6/year recently
17182019: 1 publication192021222023: 5 publications232024: 12 publications12242025: 9 publications252026: 7 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×9
  • Purdue×2
  • IEEE Transactions on Pattern Analysis and Machine Intelligence×1
  • Computers and Electronics in Agriculture×1
  • Atmosphere×1
Similar researchers
By research-topic overlap

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

Claim or correct this profile